Lingfei Ma

According to our database, Lingfei Ma authored at least 65 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Crack-U²Net: Multiscale Feature Learning Network for Pavement Crack Detection From Large-Scale MLS Point Clouds.

Huifang Feng, Wen Li, Lingfei Ma, Yiping Chen, Haiyan Guan, Yongtao Yu, José Marcato Junior, Jonathan Li

IEEE Trans. Intell. Transp. Syst., November, 2024

RdmkNet & Toronto-RDMK: Large-Scale Datasets for Road Marking Classification and Segmentation.

Jing Du, Lingfei Ma, Jing Li, Nannan Qin, John S. Zelek, Haiyan Guan, Jonathan Li

IEEE Trans. Intell. Transp. Syst., October, 2024

Remote-Oriented Brain-Controlled Unmanned Aerial Vehicle for IoT.

Siyu Liu, Zhiyuan Ming, Mengzhen Liu, Deyu Zhang, Ziyu Liu, Qiming Chen, Lingfei Ma, Jiawei Luo, Dingjie Suo, Jian Zhang, Tianyi Yan

IEEE Internet Things J., September, 2024

HigherNet-DST: Higher-Resolution Network With Dynamic Scale Training for Rooftop Delineation.

Hongjie He, Lingfei Ma, Jonathan Li

IEEE Trans. Geosci. Remote. Sens., 2024

A Survey of Point Cloud Completion.

Zhiyun Zhuang, Zhiyang Zhi, Ting Han, Yiping Chen, Jun Chen, Cheng Wang, Ming Cheng, Xinchang Zhang, Nannan Qin, Lingfei Ma

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

High autistic traits linked with reduced performance on affective task switching: An ERP study.

Siyuan Zhou, Zongping Chen, Gang Liu, Lingfei Ma, Ya Liu

NeuroImage, 2024

Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System.

Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Lixin Cui, Edwin R. Hancock

CoRR, 2024

A spatiotemporal attention-augmented ConvLSTM model for ocean remote sensing reflectance prediction.

Gaoxiang Zhou, Jun Chen, Ming Liu, Lingfei Ma

Int. J. Appl. Earth Obs. Geoinformation, 2024

Status, advancements and prospects of deep learning methods applied in forest studies.

Ting Yun, Jian Li, Lingfei Ma, Ji Zhou, Ruisheng Wang, Markus P. Eichhorn, Huaiqing Zhang

Int. J. Appl. Earth Obs. Geoinformation, 2024

DAAL-WS: A weakly-supervised method integrated with data augmentation and active learning strategies for MLS point cloud semantic segmentation.

Xiangda Lei, Haiyan Guan, Lingfei Ma, Jiacheng Liu, Yogntao Yu, Lanying Wang, Zhen Dong, Huan Ni, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2024

Weakly Supervised Point Cloud Segmentation by Combining Active Learning Annotation and Multi-Consistency Mechanism.

Jiacheng Liu, Haiyan Guan, Lingfei Ma, Nannan Qin, Yufu Zang

Proceedings of the IGARSS 2024, 2024

Multi-Granularity Feature Fusion For Point Cloud Semantic Segmentation Under Urban Scenes.

Huchen Li, Lingfei Ma, Haiyan Guan, Nannan Qin, Yufu Zang, Lanying Wang

Proceedings of the IGARSS 2024, 2024

2023

Towards intelligent ground filtering of large-scale topographic point clouds: A comprehensive survey.

Nannan Qin, Weikai Tan, Haiyan Guan, Lanying Wang, Lingfei Ma, Pengjie Tao, Sarah Fatholahi, Xiangyun Hu, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, December, 2023

MVPNet: A multi-scale voxel-point adaptive fusion network for point cloud semantic segmentation in urban scenes.

Huchen Li, Haiyan Guan, Lingfei Ma, Xiangda Lei, Yongtao Yu, Hanyun Wang, Mahmoud Reza Delavar, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, August, 2023

A systematic mapping study for graphical user interface testing on mobile apps.

Liming Nie, Kabir S. Said, Lingfei Ma, Yaowen Zheng, Yangyang Zhao

IET Softw., June, 2023

SIFNet: A self-attention interaction fusion network for multisource satellite imagery template matching.

Ming Liu, Gaoxiang Zhou, Lingfei Ma, Liangzhi Li, Qiong Mei

Int. J. Appl. Earth Obs. Geoinformation, April, 2023

SCL-GCN: Stratified Contrastive Learning Graph Convolution Network for pavement crack detection from mobile LiDAR point clouds.

Huifang Feng, Lingfei Ma, Yongtao Yu, Yiping Chen, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, April, 2023

A comparative study of loss functions for road segmentation in remotely sensed road datasets.

Hongzhang Xu, Hongjie He, Ying Zhang, Lingfei Ma, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, February, 2023

An Overlap-Free Calibration Method for LiDAR-Camera Platforms Based on Environmental Perception.

Dedong Zhang, Lingfei Ma, Zheng Gong, Weikai Tan, John S. Zelek, Jonathan Li

IEEE Trans. Instrum. Meas., 2023

TFIV: Multigrained Token Fusion for Infrared and Visible Image via Transformer.

Jing Li, Bin Yang, Lu Bai, Hao Dou, Chang Li, Lingfei Ma

IEEE Trans. Instrum. Meas., 2023

Graph Representation Learning for Infrared and Visible Image Fusion.

Jing Li, Lu Bai, Bin Yang, Chang Li, Lingfei Ma, Edwin R. Hancock

CoRR, 2023

Nighttime Light Missing Data Retrieval Using Modis Version 6 Satellite Data and Mask Dilated Partial Convolutional Neural Network.

Xuanchen Liu, Shuxin Qiao, Kyle Gao, Hongjie He, Lingfei Ma, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Enhancing Spatial Resolution of Building Datasets Using Transformer-Based Single-Image Super-Resolution.

Yuwei Cai, Hongjie He, Zhimeng He, Michael A. Chapman, Jing Li, Lingfei Ma, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Cross-Modal feature description for remote sensing image matching.

Liangzhi Li, Ming Liu, Lingfei Ma, Ling Han

Int. J. Appl. Earth Obs. Geoinformation, August, 2022

3D Vehicle Detection Using Multi-Level Fusion From Point Clouds and Images.

Kun Zhao, Lingfei Ma, Yu Meng, Li Liu, Junbo Wang, José Marcato Junior, Wesley Nunes Gonçalves, Jonathan Li

IEEE Trans. Intell. Transp. Syst., 2022

Robust Lane Extraction From MLS Point Clouds Towards HD Maps Especially in Curve Road.

Chengming Ye, He Zhao, Lingfei Ma, Han Jiang, Hongfu Li, Ruisheng Wang, Michael A. Chapman, José Marcato Junior, Jonathan Li

IEEE Trans. Intell. Transp. Syst., 2022

BoundaryNet: Extraction and Completion of Road Boundaries With Deep Learning Using Mobile Laser Scanning Point Clouds and Satellite Imagery.

Lingfei Ma, Ying Li, Jonathan Li, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman

IEEE Trans. Intell. Transp. Syst., 2022

Spectral-Spatial Transformer Network for Hyperspectral Image Classification: A Factorized Architecture Search Framework.

Zilong Zhong, Ying Li, Lingfei Ma, Jonathan Li, Wei-Shi Zheng

IEEE Trans. Geosci. Remote. Sens., 2022

STN: Saliency-Guided Transformer Network for Point-Wise Semantic Segmentation of Urban Scenes.

Lingfei Ma, Jonathan Li, Haiyan Guan, Yongtao Yu, Yiping Chen

IEEE Geosci. Remote. Sens. Lett., 2022

WaterHRNet: A multibranch hierarchical attentive network for water body extraction with remote sensing images.

Yongtao Yu, Long Huang, Weibin Lu, Haiyan Guan, Lingfei Ma, Shenghua Jin, Changhui Yu, Yongjun Zhang, Peng Tang, Zuojun Liu, Wenhao Wang, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022

Pavement crack detection from CCD images with a locally enhanced transformer network.

Zhengsen Xu, Haiyan Guan, Jian Kang, Xiangda Lei, Lingfei Ma, Yongtao Yu, Yiping Chen, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022

Line-based deep learning method for tree branch detection from digital images.

Rodrigo Silva, José Marcato Junior, Laisa Almeida, Diogo Nunes Gonçalves, Pedro Zamboni, Vanessa Fernandes, Jonathan de Andrade Silva, Edson Takashi Matsubara, Edson Antonio Batista, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves

Int. J. Appl. Earth Obs. Geoinformation, 2022

SD-GCN: Saliency-based dilated graph convolution network for pavement crack extraction from 3D point clouds.

Lingfei Ma, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022

WSPointNet: A multi-branch weakly supervised learning network for semantic segmentation of large-scale mobile laser scanning point clouds.

Xiangda Lei, Haiyan Guan, Lingfei Ma, Yongtao Yu, Zhen Dong, Kyle Gao, Mahmoud Reza Delavar, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022

Mask R-CNN based automated identification and extraction of oil well sites.

Hongjie He, Hongzhang Xu, Ying Zhang, Kyle Gao, Huxiong Li, Lingfei Ma, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022

Super-resolving and composing building dataset using a momentum spatial-channel attention residual feature aggregation network.

Hongjie He, Kyle Gao, Weikai Tan, Lanying Wang, Nan Chen, Lingfei Ma, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2022

Semantic segmentation with labeling uncertainty and class imbalance applied to vegetation mapping.

Patrik Olã Bressan, José Marcato Junior, José Augusto Correa Martins, Maximilian Jaderson de Melo, Diogo Nunes Gonçalves, Daniel Matte Freitas, Ana Paula Marques Ramos, Michelle Taís Garcia Furuya, Lucas Prado Osco, Jonathan de Andrade Silva, Zhipeng Luo, Raymundo Cordero Garcia, Lingfei Ma, Jonathan Li, Wesley Nunes Gonçalves

Int. J. Appl. Earth Obs. Geoinformation, 2022

Optimizing and Evaluating Swin Transformer for Aircraft Classification: Analysis and Generalizability of the MTARSI Dataset.

Kyle Gao, Hongjie He, Dening Lu, Linlin Xu, Lingfei Ma, Jonathan Li

IEEE Access, 2022

An Empirical Study of the Impact of COVID-19 on OSS Development.

Lingfei Ma, Liming Nie, Chenxi Mao, Yaowen Zheng, Yang Liu

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

Decoupling Consensus and Storage in Consortium Blockchains by Erasure Codes.

Dejun Xiang, Rui Zhou, Lingfei Ma, Qingming Zeng, Ximing Fu, Qiang Wang, Bin Chen, Yan Jia

Proceedings of the 4th International Conference on Data Intelligence and Security, 2022

2021

Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review.

Ying Li, Lingfei Ma, Zilong Zhong, Fei Liu, Michael A. Chapman, Dongpu Cao, Jonathan Li

IEEE Trans. Neural Networks Learn. Syst., 2021

Multi-Scale Point-Wise Convolutional Neural Networks for 3D Object Segmentation From LiDAR Point Clouds in Large-Scale Environments.

Lingfei Ma, Ying Li, Jonathan Li, Weikai Tan, Yongtao Yu, Michael A. Chapman

IEEE Trans. Intell. Transp. Syst., 2021

Capsule-Based Networks for Road Marking Extraction and Classification From Mobile LiDAR Point Clouds.

Lingfei Ma, Ying Li, Jonathan Li, Yongtao Yu, José Marcato Junior, Wesley Nunes Gonçalves, Michael A. Chapman

IEEE Trans. Intell. Transp. Syst., 2021

Cellular Automata Based Land-Use Change Simulation Considering Spatio-Temporal Influence Heterogeneity of Light Rail Transit Construction: A Case in Nanjing, China.

Jiaming Na, Jie Zhu, Jiazhu Zheng, Shaoning Di, Hu Ding, Lingfei Ma

ISPRS Int. J. Geo Inf., 2021

Machine learning and SLIC for Tree Canopies segmentation in urban areas.

José Augusto Correa Martins, Geazy Menezes, Wesley Nunes Gonçalves, Diego André Sant'Ana, Lucas Prado Osco, Veraldo Liesenberg, Jonathan Li, Lingfei Ma, Paulo Tarso Sanches de Oliveira, Gilberto Astolfi, Hemerson Pistori, José Marcato Junior

Ecol. Informatics, 2021

Reconstructing GRACE-like TWS anomalies for the Canadian landmass using deep learning and land surface model.

Qiutong Yu, Shusen Wang, Hongjie He, Ke Yang, Lingfei Ma, Jonathan Li

Int. J. Appl. Earth Obs. Geoinformation, 2021

Prediction of insect-herbivory-damage and insect-type attack in maize plants using hyperspectral data.

Danielle Elis Garcia Furuya, Lingfei Ma, Mayara Maezano Faita Pinheiro, Felipe David Georges Gomes, Wesley Nunes Gonçalvez, José Marcato Junior, Diego de Castro Rodrigues, Maria Carolina Blassioli-Moraes, Mirian Fernandes Furtado Michereff, Miguel Borges, Raúl Alberto Alaumann, Ednaldo José Ferreira, Lucas Prado Osco, Ana Paula Marques Ramos, Jonathan Li, Lúcio André de Castro Jorge

Int. J. Appl. Earth Obs. Geoinformation, 2021

Semantic Segmentation of UAV Lidar Point Clouds of a Stack Interchange with Deep Neural Networks.

Weikai Tan, Dedong Zhang, Lingfei Ma, Lanying Wang, Nannan Qin, Yiping Chen, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the World.

Nannan Qin, Weikai Tan, Lingfei Ma, Dedong Zhang, Jonathan Li

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Semi-Automated Generation of Road Transition Lines Using Mobile Laser Scanning Data.

Chengming Ye, Jonathan Li, Han Jiang, He Zhao, Lingfei Ma, Michael A. Chapman

IEEE Trans. Intell. Transp. Syst., 2020

TGNet: Geometric Graph CNN on 3-D Point Cloud Segmentation.

Ying Li, Lingfei Ma, Zilong Zhong, Dongpu Cao, Jonathan Li

IEEE Trans. Geosci. Remote. Sens., 2020

A Machine Learning Framework to Predict Nutrient Content in Valencia-Orange Leaf Hyperspectral Measurements.

Lucas Prado Osco, Ana Paula Marques Ramos, Mayara Maezano Faita Pinheiro, Érika Akemi Saito Moriya, Nilton Nobuhiro Imai, Nayara V. Estrabis, Felipe Ianczyk, Fábio Fernando de Araújo, Veraldo Liesenberg, Lúcio André de Castro Jorge, Jonathan Li, Lingfei Ma, Wesley Nunes Gonçalves, José Marcato Junior, José Eduardo Creste

Remote. Sens., 2020

A Hybrid Capsule Network for Land Cover Classification Using Multispectral LiDAR Data.

Yongtao Yu, Haiyan Guan, Dilong Li, Tiannan Gu, Lanfang Wang, Lingfei Ma, Jonathan Li

IEEE Geosci. Remote. Sens. Lett., 2020

A CNN Approach to Simultaneously Count Plants and Detect Plantation-Rows from UAV Imagery.

Lucas Prado Osco, Mauro dos Santos de Arruda, Diogo Nunes Gonçalves, Alexandre Dias, Juliana Batistoti, Maurício de Souza, Felipe David Georges Gomes, Ana Paula Marques Ramos, Lúcio André de Castro Jorge, Veraldo Liesenberg, Jonathan Li, Lingfei Ma, José Marcato Junior, Wesley Nunes Gonçalves

CoRR, 2020

UAV LiDAR Point Cloud Segmentation of A Stack Interchange with Deep Neural Networks.

Weikai Tan, Dedong Zhang, Lingfei Ma, Ying Li, Lanying Wang, Jonathan Li

CoRR, 2020

Early-Season Crop Classification with Radarsat-2 Polarimetric Synthetic Aperture Radar Imagery.

Weikai Tan, Abhijit Sinha, Yifeng Li, Lingfei Ma, Jonathan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Toronto-3D: A Large-scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways.

Weikai Tan, Nannan Qin, Lingfei Ma, Ying Li, Jing Du, Guorong Cai, Ke Yang, Jonathan Li

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Generation of Horizontally Curved Driving Lines in HD Maps Using Mobile Laser Scanning Point Clouds.

Lingfei Ma, Ying Li, Jonathan Li, Zilong Zhong, Michael A. Chapman

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Rapid Urban Roadside Tree Inventory Using a Mobile Laser Scanning System.

Yiping Chen, Shiqian Wang, Jonathan Li, Lingfei Ma, Rongren Wu, Zhipeng Luo, Cheng Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

2018

Mobile Laser Scanned Point-Clouds for Road Object Detection and Extraction: A Review.

Lingfei Ma, Ying Li, Jonathan Li, Cheng Wang, Ruisheng Wang, Michael A. Chapman

Remote. Sens., 2018

Extraction of Building Windows from Mobile Laser Scanning Point Clouds.

Menglan Zhou, Lingfei Ma, Ying Li, Jonathan Li

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Segment-Based Traffic Sign Detection from Mobile Laser Scanning Data.

Ying Li, Lingfei Ma, Yuchun Huang, Jonathan Li

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Deep residual networks for hyperspectral image classification.

Zilong Zhong, Jonathan Li, Lingfei Ma, Han Jiang, He Zhao

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Examining urban expansion using multi-temporal landsat imagery: A case study of montreal census metropolitan area.

He Zhao, Lingfei Ma, Lanying Wang, Jonathan Li

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2009

Multi-objective Optimization on Pore Segmentation.

Hangjun Wang, Guangqun Zhang, Hengnian Qi, Lingfei Ma

Proceedings of the Fifth International Conference on Natural Computation, 2009